ACL RD-TEC 1.0 Summarization of W03-1103
Paper Title:
AN APPROACH FOR COMBINING CONTENT-BASED AND COLLABORATIVE FILTERS
AN APPROACH FOR COMBINING CONTENT-BASED AND COLLABORATIVE FILTERS
Authors: Qing Li and Byeong Man Kim
Primarily assigned technology terms:
- algorithm
- clustering
- clustering algorithm
- clustering method
- clustering technique
- collaborative similarity calculation
- computing
- database
- fuzzy set
- grouping
- hybrid method
- information filtering
- internet
- k-means
- k-means clustering
- linear regression
- pearson correlation
- ranking
- rating
- recommender
- regression
- similarity calculation
- similarity computation
Other assigned terms:
- approach
- cluster
- clusters
- coefficient
- concept
- content-based information
- correlation
- correlation coefficient
- correlations
- cosine similarity
- data set
- distribution
- euclidean distance
- evaluation metrics
- evaluations
- experimental results
- genre
- group-rating matrix
- internet movie database
- linear combination
- linear regression model
- meaning
- measure
- measures
- method
- pearson correlation coefficient
- precision
- probability
- probability distribution
- procedure
- regression model
- set theory
- technique
- test data
- test data set
- theory
- training
- training data
- training data set
- training set
- user
- user profile
- web page
- web pages
